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[Srdinsek2025], the sole structure of the tensor networks that could be “salvaged” was the canonical form that provided the ability to dynamically compress/decompress. During this PhD, we will develop more; we
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the cell response. A key innovation in this PhD project is to engineer environmentally (cell)-instructive hydrogels with controlled architecture (pore size, network interconnectivity) and mechanical
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of Oldenburg invites applications for a Doctoral Candidate position within the Marie Skłodowska-Curie Actions Doctoral Network ReDiLEEP. ReDiLEEP brings together leading universities, research institutes, and
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further appears in the approximation of various dynamical problems by tensor networks and neural networks. In all these cases, the parametrization is typically irregular, meaning that the occurring linear
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deliverables within the two parent projects. These tasks anchor the PhD in the day-to-day work of the consortia and provide direct access to the projects’ empirical material, tools, and networks. Within INFRA
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interfacial phenomena. The project is part of the ERC Starting Grant EMBIOMO, which focuses on the dynamics of embolism propagation within leaf vascular networks and on the development of biomimetic models
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discipline. Essential Good programming skills, preferably in Python/C#. Experience with machine learning, deep learning, or experimental AI evaluation. Interest in secure distributed AI, federated learning
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noisy, partially mediated observations. These models will incorporate biologically informed structure, including protein-protein interaction networks derived from data-driven sources such as protein
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sources, and manipulation processes, including realistic post-processing and distribution shifts. Investigate uncertainty, calibration, and reliability measures that can support responsible human decision
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the Australia and New Zealand Musculoskeletal (ANZMUSC) Clinical Trials Network, this project offers the opportunity to contribute to internationally recognised research that directly informs clinical care for